Physical Design Methodology & Flow

Posted 16 Hours Ago
Be an Early Applicant
San Jose, CA, USA
In-Office
180K-255K Annually
Senior level
Artificial Intelligence • Hardware • Machine Learning • Natural Language Processing • Software • Generative AI
SambaNova is the #1 platform for business AI.
The Role
Own and develop Cadence-based RTL-to-GDS physical design flows for RDU chips. Maintain and enhance Genus/Innovus/Cerebrus toolflows, script automation (TCL/Perl/Python), collaborate with physical designers and tool vendors, and ensure compliance with advanced TSMC node design rules (3nm and below).
Summary Generated by Built In

The era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale.

SambaNova Suite™ is the first full-stack, generative AI platform, from chip to model, optimized for enterprise and government organizations. Powered by the intelligent SN40L chip, the SambaNova Suite is a fully integrated platform, delivered on-premises or in the cloud, combined with state-of-the-art open-source models that can be easily and securely fine-tuned using customer data for greater accuracy. Once adapted with customer data, customers retain model ownership in perpetuity, so they can turn generative AI into one of their most valuable assets.

Job Overview

SambaNova Systems is looking for a talented and motivated Physical design flow owner/lead to help us build state of the art RDU chips for machine learning and artificial intelligence. 

Roles and Responsibilities
  • Develop and maintain physical composition flow utilizing Cadence tool sets, including Genus, Innovus, Cerebrus, , etc.
  • Closely work with physical designers to address a diverse range of flow and design issues.
  • Collaborate with tool vendors to address tool bugs and flow enhancement.
Minimum Qualifications
  • Experience
    • BS, MS, or PhD degree in Computer Science, Computer Engineering or Electrical Engineering
    • 5+ years of industry experience in physical design and flow development
  • Knowledge and Skills
    • Strong understanding of rtl to gds flow and mythologies, including synthesis and place and route;
    • Proficiency in scripting languages, e.g. TCL, Perl and Python, etc. is required;
    • Good understanding physical design rules especially for TSMC advanced technology nodes 3nm below;
    • Familiarity with Cadence physical design reference flow and mythologies is highly desirable;
    • Fluency in Claude / AI tools for flow development is a plus 

SambaNova Systems is an AI innovation company that empowers organizations to deploy best-in-class solutions for computer vision, natural language processing, recommendation, and AI for science with confidence. SambaNova's flagship offering, Dataflow-as-a-Service™, helps organizations rapidly deploy AI in days, unlocking new revenue and boosting operational efficiency. SambaNova's DataScale® is an integrated software and hardware system using Reconfigurable Dataflow Architecture™ (RDA), along with open standards and user interfaces. Headquartered in Palo Alto, California, SambaNova Systems was founded in 2017 by industry luminaries, hardware, and software design experts from Sun/Oracle and Stanford University. Investors include SoftBank Vision Fund 2, funds and accounts managed by BlackRock, Intel Capital, GV, Walden International, Temasek, GIC, Redline Capital, Atlantic Bridge Ventures, Celesta, and several others.

SambaNova Systems is proud to be an Equal Opportunity and Affirmative Action employer. We welcome applicants from all backgrounds. We do not discriminate based upon race, religion, color, ancestry, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, marital status, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.


Base Salary Range:

Base Pay Range
$180,000$255,000 USD

Submission Guidelines
Please note that in order to be considered an applicant for any position at SambaNova Systems, you must submit an application form for each position for which you believe you are qualified. 

EEO Policy
SambaNova Systems is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard basis of age (40 and over), color, disability, gender identity, genetic information, marital status, military or veteran status, national origin/ancestry, race, religion, creed, sex (including pregnancy, childbirth, breastfeeding), sexual orientation, and any other applicable status protected by federal, state, or local laws.

Benefits Summary for US-Based, Full-Time Employment Positions
SambaNova offers a competitive total rewards package, including the base salary, plus equity and benefits. We cover 95% premium coverage for employee medical insurance, and 77% premium coverage for dependents and offer a Health Savings Account (HSA) with employer contribution. We also offer Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans in addition to Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care. Our library of well-being benefits available to you and your dependents includes a full subscription to Headspace, Gympass+ membership with access to physical gyms, One Medical membership, counseling services with an Employee Assistance Program, and much more.

Skills Required

  • BS, MS, or PhD in Computer Science, Computer Engineering or Electrical Engineering
  • 5+ years of industry experience in physical design and flow development
  • Strong understanding of RTL-to-GDS flow and methodologies, including synthesis and place and route
  • Proficiency in scripting languages (TCL, Perl, Python)
  • Good understanding of physical design rules for TSMC advanced technology nodes (3nm and below)
  • Familiarity with Cadence physical design reference flow and methodologies
  • Fluency in Claude / AI tools for flow development
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The Company
HQ: Palo Alto, CA
500 Employees
Year Founded: 2017

What We Do

AI is changing the world and at SambaNova, we believe that you don’t need unlimited resources to take advantage of the most advanced, valuable AI capabilities - capabilities that are helping organizations explore the universe, find cures for cancer, and giving companies access to insights that provide a competitive edge. We deliver the world’s fastest and only complete AI solution for enterprises and governments with world-record inference performance and accuracy. Powered by the SambaNova SN40L Reconfigurable Dataflow Unit (RDU), organizations can build a technology backbone for the next decade of AI innovation with SambaNova Suite. Our fully integrated hardware-software system, DataScale®, enables organizations to train, fine-tune, and deploy the most demanding AI workloads using the largest and most challenging models. Most recently, with the launch of our newest offering, SambaNova Cloud, developers can supercharge AI-powered applications on Llama 3.2 models. SambaNova was founded in 2017 in Palo Alto, California, by a group of industry luminaries, business leaders, and world-class innovators who understand AI. Today, we’ve built an incredibly smart and motivated team dedicated to making a lasting impact on the industry and equipping our customers to thrive in the new era of AI.

Why Work With Us

As a talent first company, we aim to hire the greatest and most innovative minds in the industry- driving the next generation of AI computing where no barrier is too high and the possibilities are truly limitless. We encourage our peers to take risks and take the initiative to make a lasting impact on the AI and ML industries.

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